Run
514382

Run 514382

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.0838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2319
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.356
UserCPU time millis testing
0.104
UserCPU time millis training
0.252